The weight of the denial settled on Alex like a physical burden. He felt a strange tingling sensation in his fingertips, as if he was about to burst. He clenched his fists until his knuckles were white. He was a good student. He worked hard. Why hadn't he been selected?

He looked at the empty calendar on his wall, the dates that had once been filled with plans now mocking him. He felt as if the air had been sucked out of the room. He needed to get out, to escape the suffocating feeling. He rose abruptly and started towards the door.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236